Once our sample data is uploaded you can run the Spark job. You will need to
replace the *\<S3_BUCKET\>* placeholders in this file with the name of the bucket
created earlier. You can get that value by running `echo $S3_BUCKET`.

To do this automatically you can run the following, which will create a .old
backup file and do the replacement for you.
